Multi-objective optimization model for reconstruction of earthen canals using the nsga-ii algorithm

Khazratov, Alisher Normurodovich, Sobirov, Feruz Khorievich, Хазратов, Алишер Нормуродович, Собиров, Феруз Хориевич, Xazratov, Alisher Normurodovich, Sobirov, Feruz Choriyevich

Саноатда рақамли технологиялар · 2026-yil

Annotatsiya

This article describes a multi-objective optimization model developed to determine the reconstruction parameters of earthen irrigation canals. The model incorporates hydraulic flow calculations using the Chezy–Manning equation, sediment transport calculations using the Engelund–Hansen sediment transport capacity formula, and filtration calculations using Pavlovskiy’s filtration formula. The model also calculates reconstruction and operation costs for combinations generated using the NSGA-II algorithm, based on current price levels. By applying the NSGA-II algorithm in the Python environment, the model generates parameter combinations and selects the most optimal parameters based on results that provide the minimum total cost. The model was tested in a case study of the Amu-Bukhara Machine Canal. The results made it possible to determine the optimal balance between reconstruction and operation costs.

Maqola ma’lumotlari
MualliflarKhazratov, Alisher Normurodovich, Sobirov, Feruz Khorievich, Хазратов, Алишер Нормуродович, Собиров, Феруз Хориевич, Xazratov, Alisher Normurodovich, Sobirov, Feruz Choriyevich
JurnalСаноатда рақамли технологиялар
NashriyotҚарши муҳандислик-иқтисодиёт институти
ISSN3030-3214, 2023-2026
Nashr sanasi2026-04-01
Jild4
Son1
Betlar246-252
TilIngliz
Ilmiy sohaTexnika
DOI10.70769/3030-3214.srt.4.1.2026.32
Indeksga qo‘shilgan2026-09-06

DOI: 10.70769/3030-3214.srt.4.1.2026.32 · Maqolaning asl sahifasi

Kalit so‘zlar

reconstruction of earthen canals, multi-objective optimization, NSGA-II algorithm, sediment transport capacity of flow, flow variability, reconstruction and operational costs, реконструкция грунтовых каналов, многокритериальная оптимизация, алгоритм NSGA-II, транспортирующая способность потока, изменчивость потока, затраты на реконструкцию и эксплуатацию, grunt o‘zanli kanallarni rekonstruksiya qilish, ko‘p mezonli optimallashtirish, NSGA-II algoritmi, oqimning tashish qobiliyati, oqimning o‘zgaruvchanligi, rekonstruksiya va ekspluatatsiya xarajatlari

Ilmiy soha

Texnika

Iqtibos keltirish

APAKhazratov, Alisher Normurodovich, Sobirov, Feruz Khorievich, Хазратов, Алишер Нормуродович, Собиров, Феруз Хориевич, Xazratov, Alisher Normurodovich, & Sobirov, Feruz Choriyevich (2026). MULTI-OBJECTIVE OPTIMIZATION MODEL FOR RECONSTRUCTION OF EARTHEN CANALS USING THE NSGA-II ALGORITHM. Саноатда рақамли технологиялар, 4(1), 246-252. https://doi.org/10.70769/3030-3214.srt.4.1.2026.32
GOST (OAK)Khazratov, Alisher Normurodovich va b. MULTI-OBJECTIVE OPTIMIZATION MODEL FOR RECONSTRUCTION OF EARTHEN CANALS USING THE NSGA-II ALGORITHM // Саноатда рақамли технологиялар. – 2026. – T. 4, № 1. – P. 246-252. – DOI: 10.70769/3030-3214.srt.4.1.2026.32.
MLAKhazratov, Alisher Normurodovich, Sobirov, Feruz Khorievich, Хазратов, Алишер Нормуродович, Собиров, Феруз Хориевич, Xazratov, Alisher Normurodovich, and Sobirov, Feruz Choriyevich. “MULTI-OBJECTIVE OPTIMIZATION MODEL FOR RECONSTRUCTION OF EARTHEN CANALS USING THE NSGA-II ALGORITHM.” Саноатда рақамли технологиялар, 4(1), 246-252, 2026. https://doi.org/10.70769/3030-3214.srt.4.1.2026.32
ChicagoKhazratov, Alisher Normurodovich, Sobirov, Feruz Khorievich, Хазратов, Алишер Нормуродович, Собиров, Феруз Хориевич, Xazratov, Alisher Normurodovich, and Sobirov, Feruz Choriyevich. “MULTI-OBJECTIVE OPTIMIZATION MODEL FOR RECONSTRUCTION OF EARTHEN CANALS USING THE NSGA-II ALGORITHM.” Саноатда рақамли технологиялар, 4(1), 246-252 (2026). https://doi.org/10.70769/3030-3214.srt.4.1.2026.32
HarvardKhazratov, Alisher Normurodovich, Sobirov, Feruz Khorievich, Хазратов, Алишер Нормуродович, Собиров, Феруз Хориевич, Xazratov, Alisher Normurodovich, and Sobirov, Feruz Choriyevich (2026) ‘MULTI-OBJECTIVE OPTIMIZATION MODEL FOR RECONSTRUCTION OF EARTHEN CANALS USING THE NSGA-II ALGORITHM’, Саноатда рақамли технологиялар, 4(1), 246-252. https://doi.org/10.70769/3030-3214.srt.4.1.2026.32
BibTeX
@article{khazratovalishernormurodovich2026,
  title = {MULTI-OBJECTIVE OPTIMIZATION MODEL FOR RECONSTRUCTION OF EARTHEN CANALS USING THE NSGA-II ALGORITHM},
  author = {Khazratov, Alisher Normurodovich and Sobirov, Feruz Khorievich and Хазратов, Алишер Нормуродович and Собиров, Феруз Хориевич and Xazratov, Alisher Normurodovich and Sobirov, Feruz Choriyevich},
  journal = {Саноатда рақамли технологиялар},
  year = {2026},
  volume = {4},
  number = {1},
  pages = {246-252},
  doi = {10.70769/3030-3214.srt.4.1.2026.32},
  url = {https://doi.org/10.70769/3030-3214.srt.4.1.2026.32}
}

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